Datasets:

DaniFrame
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AFRLA-instance-level-results

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Subset (11)

abalone · 320k rows

Split (3)

train · 224k rows

instance int64 11 4.17k	Length float64 0.08 0.78	Diameter float64 0.06 0.62	Height float64 0.01 0.52	Whole_weight float64 0 2.55	Shucked_weight float64 0 1.19	Viscera_weight float64 0 0.64	Shell_weight float64 0 1.01	Sex_F int64 0 1	Sex_I int64 0 1	Sex_M int64 0 1	real int64 1 26	prediction float64 2.67 27	model stringclasses 5 values	cpu_training_time int64 9M 27.1B	cpu_prediction_time int64 966k 167M	memory_usage int64 2.31k 71.4M	max_depth int64 3 11	learning_rate float64 -1 0.1	n_estimators int64 1 1k
575	0.61	0.475	0.14	1.133	0.5275	0.2355	0.35	1	0	0	11	10.514009	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
576	0.56	0.425	0.14	0.9175	0.4005	0.1975	0.26	0	1	0	10	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
577	0.585	0.435	0.175	0.982	0.4055	0.2495	0.27	1	0	0	10	10.377925	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
578	0.58	0.445	0.15	0.8865	0.383	0.209	0.255	0	1	0	11	10.721507	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
582	0.645	0.525	0.19	1.4635	0.6615	0.3435	0.435	1	0	0	19	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
584	0.41	0.305	0.1	0.363	0.1735	0.065	0.11	1	0	0	11	9.110844	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
588	0.45	0.335	0.14	0.4625	0.164	0.076	0.15	0	0	1	14	9.659951	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
590	0.51	0.4	0.15	0.745	0.2865	0.1675	0.235	0	1	0	13	10.340076	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
592	0.525	0.41	0.175	0.874	0.3585	0.207	0.205	0	1	0	18	9.885897	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
593	0.66	0.52	0.18	1.514	0.526	0.2975	0.42	1	0	0	19	11.50098	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
594	0.535	0.42	0.15	0.6995	0.2575	0.153	0.24	0	0	1	12	11.035075	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
595	0.575	0.455	0.18	0.8525	0.3015	0.1825	0.3	0	1	0	13	11.270258	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
601	0.385	0.315	0.11	0.286	0.1225	0.0635	0.0835	1	0	0	10	9.009168	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
607	0.485	0.37	0.13	0.458	0.181	0.113	0.136	0	1	0	10	8.937349	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
610	0.44	0.345	0.17	0.4085	0.15	0.0825	0.1515	1	0	0	12	9.659951	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
612	0.325	0.24	0.075	0.155	0.0475	0.0355	0.06	0	0	1	9	8.62904	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
613	0.495	0.37	0.125	0.4775	0.185	0.0705	0.169	0	1	0	18	9.717141	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
617	0.32	0.24	0.085	0.17	0.0655	0.047	0.049	0	0	1	7	8.083103	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
630	0.475	0.365	0.115	0.49	0.223	0.1235	0.1335	0	1	0	9	8.937349	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
632	0.46	0.365	0.125	0.467	0.1895	0.0945	0.158	0	0	1	10	9.609152	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
636	0.38	0.235	0.1	0.258	0.1055	0.054	0.08	0	0	1	7	8.73002	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
646	0.33	0.215	0.075	0.1145	0.045	0.0265	0.035	0	0	1	6	7.579956	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
647	0.48	0.375	0.145	0.777	0.216	0.13	0.17	0	0	1	9	10.070025	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
650	0.255	0.18	0.065	0.079	0.034	0.014	0.025	0	0	1	5	7.170015	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
653	0.31	0.225	0.08	0.1345	0.054	0.024	0.05	0	0	1	7	8.099001	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
655	0.295	0.215	0.075	0.129	0.05	0.0295	0.04	0	0	1	7	7.579956	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
656	0.555	0.435	0.165	0.97	0.336	0.2315	0.295	1	0	0	17	11.15231	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
657	0.615	0.515	0.17	1.14	0.4305	0.2245	0.42	1	0	0	16	12.292001	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
663	0.38	0.305	0.105	0.281	0.1045	0.0615	0.09	1	0	0	12	9.009168	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
671	0.5	0.38	0.155	0.655	0.2405	0.143	0.205	1	0	0	17	10.672597	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
672	0.53	0.41	0.165	0.8115	0.24	0.169	0.24	1	0	0	19	11.081223	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
681	0.485	0.37	0.14	0.5725	0.204	0.1415	0.175	0	0	1	10	10.070025	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
684	0.51	0.4	0.14	0.6515	0.2455	0.1665	0.185	0	0	1	10	10.012588	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
693	0.38	0.29	0.12	0.283	0.1175	0.0655	0.085	0	0	1	9	9.009168	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
698	0.43	0.335	0.12	0.444	0.155	0.1145	0.14	1	0	0	13	9.609152	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
699	0.395	0.315	0.105	0.3515	0.1185	0.091	0.1195	1	0	0	16	9.523318	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
700	0.385	0.285	0.105	0.2905	0.1215	0.0685	0.0875	0	0	1	12	9.009168	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
703	0.395	0.295	0.115	0.316	0.1205	0.0595	0.1105	0	0	1	12	9.151477	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
705	0.415	0.325	0.14	0.417	0.1535	0.1015	0.144	0	0	1	10	9.659951	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
709	0.295	0.225	0.09	0.1105	0.0405	0.0245	0.032	0	1	0	7	7.728072	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
711	0.375	0.3	0.1	0.2465	0.104	0.0475	0.083	0	0	1	11	8.968534	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
715	0.275	0.2	0.065	0.1035	0.0475	0.0205	0.03	0	1	0	7	7.273364	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
723	0.525	0.41	0.13	0.99	0.3865	0.243	0.295	0	0	1	15	11.15231	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
727	0.48	0.375	0.105	0.525	0.2185	0.1195	0.155	1	0	0	12	9.609152	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
734	0.525	0.425	0.12	0.8665	0.2825	0.176	0.29	0	0	1	18	10.992983	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
743	0.52	0.405	0.14	0.8175	0.2795	0.183	0.26	1	0	0	17	11.040915	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
747	0.52	0.385	0.14	0.6595	0.2485	0.2035	0.16	0	0	1	9	9.851358	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
756	0.615	0.525	0.155	1.1375	0.367	0.236	0.37	0	0	1	20	11.982457	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
758	0.57	0.44	0.155	1.116	0.4775	0.2315	0.27	0	0	1	13	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
762	0.54	0.44	0.135	0.959	0.2385	0.221	0.3	1	0	0	17	11.581014	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
763	0.64	0.51	0.19	1.613	0.6215	0.361	0.47	0	0	1	14	11.385596	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
767	0.345	0.27	0.095	0.197	0.0665	0.05	0.07	0	0	1	9	8.968534	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
770	0.53	0.455	0.165	0.9805	0.3155	0.2815	0.2965	1	0	0	11	11.270258	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
773	0.455	0.34	0.135	0.462	0.1675	0.158	0.12	0	0	1	9	9.566029	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
785	0.55	0.415	0.175	1.042	0.3295	0.2325	0.2905	0	0	1	15	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
786	0.515	0.39	0.13	0.5755	0.1975	0.13	0.1845	1	0	0	9	10.019225	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
808	0.44	0.34	0.13	0.4195	0.153	0.1155	0.13	1	0	0	10	9.566029	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
815	0.325	0.25	0.08	0.1735	0.0765	0.0345	0.049	0	1	0	7	7.885082	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
825	0.395	0.29	0.095	0.319	0.138	0.08	0.082	0	1	0	7	8.222986	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
833	0.445	0.335	0.1	0.4895	0.2745	0.086	0.1105	0	1	0	7	8.350406	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
838	0.48	0.365	0.135	0.6395	0.2945	0.113	0.175	1	0	0	8	9.643021	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
839	0.485	0.355	0.105	0.498	0.2175	0.096	0.1525	0	1	0	9	9.008563	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
842	0.5	0.4	0.125	0.5975	0.27	0.1275	0.166	0	0	1	9	9.784402	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
853	0.57	0.455	0.15	0.952	0.3895	0.2155	0.2745	0	0	1	9	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
869	0.615	0.51	0.15	1.296	0.545	0.3315	0.32	0	0	1	9	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
871	0.62	0.505	0.16	1.3725	0.6285	0.275	0.3685	1	0	0	11	10.612594	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
877	0.635	0.5	0.15	1.376	0.6495	0.361	0.31	1	0	0	10	10.290013	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
878	0.635	0.485	0.165	1.2945	0.668	0.2605	0.2715	1	0	0	9	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
879	0.64	0.51	0.165	1.486	0.7595	0.332	0.321	1	0	0	8	10.493841	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
884	0.66	0.52	0.19	1.558	0.755	0.298	0.4	0	0	1	10	10.875961	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
885	0.67	0.585	0.16	1.309	0.5445	0.2945	0.413	1	0	0	10	11.50098	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
887	0.675	0.525	0.155	1.4785	0.628	0.3405	0.42	1	0	0	9	10.973206	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
890	0.695	0.56	0.22	1.834	0.8455	0.422	0.455	1	0	0	11	11.107679	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
897	0.265	0.195	0.06	0.092	0.0345	0.025	0.0245	0	1	0	6	7.273364	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
898	0.28	0.12	0.075	0.117	0.0455	0.029	0.0345	0	1	0	4	7.183874	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
899	0.295	0.23	0.08	0.1625	0.065	0.05	0.0385	0	1	0	5	7.728072	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
915	0.375	0.28	0.09	0.215	0.084	0.06	0.055	0	1	0	6	8.158091	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
921	0.42	0.32	0.115	0.376	0.169	0.092	0.1	0	1	0	5	8.43682	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
924	0.425	0.315	0.1	0.377	0.1645	0.072	0.105	0	1	0	6	8.350406	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
926	0.43	0.325	0.09	0.425	0.217	0.087	0.095	0	1	0	7	8.299627	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
927	0.435	0.325	0.12	0.3995	0.1815	0.061	0.1125	0	1	0	8	8.894639	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
935	0.45	0.345	0.11	0.47	0.2355	0.0855	0.1135	0	1	0	7	8.837202	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
936	0.45	0.335	0.105	0.447	0.2335	0.153	0.119	0	1	0	7	8.837202	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
938	0.455	0.375	0.12	0.497	0.2355	0.1055	0.1295	0	1	0	6	8.879912	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
939	0.46	0.36	0.1	0.4635	0.2325	0.093	0.115	0	1	0	7	8.808225	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
946	0.47	0.365	0.12	0.582	0.29	0.092	0.146	1	0	0	8	9.439492	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
948	0.475	0.36	0.12	0.5915	0.3245	0.11	0.127	1	0	0	6	9.281304	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
952	0.48	0.365	0.12	0.6015	0.312	0.117	0.14	0	0	1	7	9.288016	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
954	0.49	0.385	0.125	0.649	0.32	0.124	0.1695	0	0	1	8	9.491545	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
956	0.495	0.4	0.135	0.61	0.272	0.1435	0.144	0	0	1	7	9.505568	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
961	0.505	0.39	0.13	0.674	0.3165	0.141	0.1785	1	0	0	9	9.491545	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
969	0.51	0.41	0.145	0.796	0.3865	0.1815	0.1955	0	0	1	8	9.919127	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
970	0.515	0.43	0.14	0.834	0.367	0.2	0.23	1	0	0	8	9.942024	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
977	0.535	0.4	0.135	0.8215	0.3935	0.196	0.205	1	0	0	8	9.919127	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
981	0.55	0.43	0.14	0.8105	0.368	0.161	0.275	1	0	0	9	10.875035	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
982	0.56	0.455	0.16	0.967	0.4525	0.207	0.274	1	0	0	9	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
991	0.58	0.46	0.15	1.1155	0.5575	0.2255	0.29	1	0	0	7	10.191962	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,012	0.625	0.49	0.175	1.3325	0.5705	0.271	0.405	0	0	1	10	10.937087	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,013	0.625	0.475	0.175	1.1435	0.4755	0.2475	0.349	1	0	0	10	10.579825	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100
1,015	0.625	0.485	0.2	1.38	0.5845	0.302	0.401	1	0	0	9	10.937087	XGBRegressor	1,093,738,000	3,000,800	121,193	3	0.01	100